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Post Processing: from data to result

We bring order to your data to offer you a clear and immediate vision, ready to improve performance and processes.

Quick Win
Low Risk
Measurable ROI
Python Processing Engine

Engine of Post-Processing

Write custom data transformation logic in Python. Access scientific libraries like Pandas, NumPy, SciPy and integrate ML models with TensorFlow or scikit-learn.

Custom Python Scripts

Write your business logic in pure Python

Scientific Libraries

Pandas, NumPy, SciPy, scikit-learn pre-installed

Hot Reload

Update scripts without stopping processing

Integrated versioning

Git integration to track all changes

Python Script Example

transform product data
import
pandas as pd
import
numpy as np
def
process_data(data):
# Calculate OEE
df = pd.DataFrame(data)
df['oee'] = (
df['availability'] *
df['performance'] *
df['quality']
)
# Detect anomalies
threshold = np.percentile(
df['oee'], 25
)
df['alert'] = df['oee'] < threshold
return
df.to_dict()
Python 3.11
Runtime
500+
Libraries
<100ms
Exec Time

Advantages of Post-Processing

Why invest in a customizable post-processing engine

Total Flexibility

Write any business logic in Python without constraints

10x

Performance

Parallel processing and intelligent caching

100%

Versioning

Track every change with Git integration

0s

Hot Reload

Update scripts without downtime

Auto

Scalability

From a few MB to hundreds of GB per day

99.9%

Data Quality

Automatic data validation and cleaning

Transformations in Real-Time

Examples of processing applied to industrial data

OEE Calculation
Input:
Machine Status: RUNNING
Output:
Uptime: 94.2%, Efficiency: High
Predictive Analysis
Input:
Temp: 85°C, Vibration: 2.3mm/s
Output:
Health Score: 78%, Alert: None
Energy Optimization
Input:
Energy: 245kWh, Production: 1200u
Output:
Cost/Unit: €0.20, Saving: 12%
Transformation Engine

Examples of Transformation

The post-processing engine applies complex transformations in real time, calculating advanced metrics, enriching data and generating actionable insights.

OEE e Performance

94.2%

Calculate Overall Equipment Effectiveness, availability, performance and quality in real-time

Predictive Analysis

78/100

Machine learning to predict failures and optimize preventive maintenance

Energy Optimization

-12%

Correlate consumption, production and costs to maximize energy efficiency

Quality Control

99.5%

Identify correlations between process parameters and quality defects

Start Today.

Free 14 day demo | No payment required

Free workshop with our consultants who will advise you on how to quickly integrate Muvia into your system

Plant Overview
Production Line 1-4
Live
87.3%
OEE
+12%
15.2K
Units/h
4/4
Lines Active
Real-time Production

Contact us

A quote, a particular request, or simply a coffee to meet us? Write to us and we will reply to a "nano-second".

Address
Piazza Maestri del Lavoro 7
20063, Cernusco sul Naviglio (MI)
Italy
Address
Piazza dei Martiri 1
40121, Bologna (BO)
Italy
Processing – Elaborazione Dati Industriale in Tempo Reale - Oncode Industrial